Gaussian Process Regression constrained by Boundary Value Problems

22 December 2020

Papers citing "Gaussian Process Regression constrained by Boundary Value Problems"

5 / 5 papers shown

Title
Stochastic Inference of Plate Bending from Heterogeneous Data: Physics-informed Gaussian Processes via Kirchhoff-Love Theory I. Kavrakov Gledson Rodrigo Tondo Guido Morgenthal AI4CE 72 1 0 21 May 2024
Stochastic stiffness identification and response estimation of Timoshenko beams via physics-informed Gaussian processes Gledson Rodrigo Tondo Sebastian Rau I. Kavrakov Guido Morgenthal 64 6 0 21 Sep 2023
A connection between probability, physics and neural networks Sascha Ranftl PINN 24 9 0 26 Sep 2022
On boundary conditions parametrized by analytic functions Markus Lange-Hegermann D. Robertz 39 5 0 06 May 2022
Stochastic Processes Under Linear Differential Constraints : Application to Gaussian Process Regression for the 3 Dimensional Free Space Wave Equation Iain Henderson P. Noble O. Roustant 26 1 0 23 Nov 2021